Deep Learning

  • Tila: Closed
  • Palkinto: $50
  • Vastaanotetut työt: 1
  • Voittaja: b1dr

Kilpailun tehtävänanto

(Book title: Francois Chollet, Deep Learning with Python, O’Reilly, 2018.)
Then Read Part 3.5 (Classifying newswires)
Then Answer these assignment:
1) Follow the discussion and instruction on the book, which provided a complete net to classify IMDB reviews., to classify 10 pieces of news/reviews on Samsung S10. You can use the predict function as demonstrated in the book. As you have already had the neural network from the book, all coding you need to do is to convert the book into integer arrays and then vectorize them. It is the reverse of the 'decoding' function used in the text to reveal the contents of the review.
2) Randomly change at least 10 times on parameters (number of layers, loss function, optimizer, etc.) of the neural network and see how that impact the accuracy of the neural network. Record and report your observations.
*Note: Use Python Language for answer.

Suositellut taidot

Työnantajan palaute

“I hope to work with him again in the future”

Profiilikuva FrederickMD2018, United States.

Kilpailun parhaat työt

Näytä lisää töitä

Julkinen selvennystaulu

  • b1dr
    b1dr
    • 1 kuukausi sitten

    Hello, I am currently working on the tasks you described, the first one is nearly finished. Taking into consideration the amount of effort it will take to train and re-train for the second task, the amount offered as a prize seems unsatisfying. For that reason, I would like to suggest an increase in prize, say $58. I would like to get some feedback before resuming the work. #increaseprize

    • 1 kuukausi sitten
    1. b1dr
      b1dr
      • 1 kuukausi sitten

      I hope you're familiar with Latex so you can add your info to the report. I'll finish the work in one hour maybe two, in the meantime, please install Tensorflow-backened Keras if you haven't already.

      • 1 kuukausi sitten
    2. b1dr
      b1dr
      • 1 kuukausi sitten

      You need to award the entry so I can send you the files

      • 1 kuukausi sitten
  • FrederickMD2018
    Kilpailun järjestäjä
    • 1 kuukausi sitten

    I didn't accept any entry because I made deal with you but, if you don't do it I'll looking for another one.

    • 1 kuukausi sitten
  • HoneyCloud
    HoneyCloud
    • 1 kuukausi sitten

    where can I find the Samsung 10 news/reviews datasets?

    • 1 kuukausi sitten
    1. FrederickMD2018
      Kilpailun järjestäjä
      • 1 kuukausi sitten

      Hi there,
      I don't have any more details except what I posted
      Thanks

      • 1 kuukausi sitten
  • HoneyCloud
    HoneyCloud
    • 1 kuukausi sitten

    Hi ,
    Would like to ask more clarification question .

    • 1 kuukausi sitten

Näytä lisää kommentteja

Kuinka päästä alkuun kilpailuiden kanssa

  • Ilmoita kilpailusi

    Ilmoita kilpailusi Nopeaa ja helppoa

  • Saat valtavasti töitä

    Vastaanota tonnikaupalla osallistumisia Ympäri maailmaa

  • Myönnä palkinto parhaalle työlle

    Myönnä palkinto parhaalle työlle Lataa tiedostot - Helppoa!

Ilmoita kilpailu nyt tai liity tänään!